Juan M. García‐Gómez

Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset

2020 · 84 Zit. · Journal of the American Medical Informatics Association

Resilient Artificial Intelligence in Health: Synthesis and Research Agenda Toward Next-Generation Trustworthy Clinical Decision Support

2024 · 24 Zit. · Journal of Medical Internet Research

User-centred design of a clinical decision support system for palliative care: Insights from healthcare professionals

2023 · 15 Zit. · Digital Health

Responsive and Minimalist App Based on Explainable AI to Assess Palliative Care Needs during Bedside Consultations on Older Patients

2021 · 9 Zit. · Sustainability

Mitigating patient harm risks: A proposal of requirements for AI in healthcare

2025 · 6 Zit. · Artificial Intelligence in Medicine

User-centred Design of a Clinical Decision Support System for Palliative Care: Insights from Healthcare Professionals

2022 · 4 Zit. · medRxiv

A Development Framework for Trustworthy Artificial Intelligence in Health with Example Code Pipelines

2024 · 3 Zit. · medRxiv

Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare

2023 · 3 Zit. · arXiv (Cornell University)

EHRtemporalVariability: Delineating Temporal Dataset Shifts in Electronic Health Records

2019 · 2 Zit.

Proposing an AI Passport as a Mitigating Action of Risk Associated to Artificial Intelligence in Healthcare

2024 · 1 Zit. · Studies in health technology and informatics

Resilient Artificial Intelligence in Health: Synthesis and Research Agenda Toward Next-Generation Trustworthy Clinical Decision Support (Preprint)

2023 · 0 Zit.

Unsupervised Characterization of Temporal Dataset Shifts as an Early Indicator of AI Performance Variations: Evaluation Study Using the Medical Information Mart for Intensive Care-IV Dataset (Preprint)

2025 · 0 Zit.

Towards an Analytical System for Supervising Fairness, Robustness, and Dataset Shifts in Health AI

2025 · 0 Zit. · Studies in health technology and informatics

A Trustworthy Health AI Development Framework with Example Code Pipelines

2025 · 0 Zit. · Studies in health technology and informatics